Blog
Discover how AIPOCH Skills and AI agents like OpenClaw assist scientific research.
How to Find Research Gaps in Medical Research Using AI Agent Skills
AI agent skills can support medical research gap analysis through literature retrieval, evidence mapping, and structured research workflows. Learn how AIPOCH Medical Research Gap Finder helps researchers organize biomedical literature and surface literature-supported research gap candidates for further evaluation.
arXiv preflight: How Can AI Agents Check a Manuscript Before arXiv Submission?
arXiv now bans authors for unreviewed LLM output. The arXiv Preflight agent skill from AIPOCH helps researchers scan for LLM artifacts, hallucinated references, and placeholder data before submission — and outputs a graded fix list. Free on GitHub.
FastQC Report Interpretation: How AI Agent Skills Help Interpret FastQC Reports?
Learn how AI agent skills support FastQC report interpretation for NGS quality control analysis. Discover how the AIPOCH FastQC Report Interpreter helps researchers analyze FastQC quality metrics, identify sequencing QC issues, and organize RNA-seq, DNA-seq, and ChIP-seq quality assessment workflows.
MedSkillAudit: How AIPOCH Evaluates Medical Research Agent Skills?
Explore MedSkillAudit, a domain-specific evaluation framework for medical research agent skills.
Hermes Agent Guide: What It Is, How It Works, and Why It Feels Different From Other AI Agents
Learn what Hermes Agent is, how it work, and why it feels different from other AI agents.
Biomarker Landscape Mapping: How AI Agents Support Structured Evidence Scanning?
Learn how AI agents support biomarker landscape mapping through structured evidence scanning, validation auditing, biomarker classification, and literature organization workflows for medical research.
How to Frame a Research Question With AI Assistance
Vague research ideas slow down literature search, study design, and evidence synthesis. See how the AIPOCH Clinical Question Clarifier agent skill helps researchers convert early-stage ideas into bounded, searchable, and testable questions.
How Can AI Agents Perform CIBERSORT Immune Infiltration Analysis?
Learn how AI agents can perform CIBERSORT-style immune infiltration analysis using AIPOCH’s Medical Research Agent Skill. Analyze bulk RNA-seq expression matrices, estimate 22 immune cell types, compare tumor vs healthy groups, and generate immune infiltration plots and reports automatically.
Differential Expression Analysis with AI Agent Skills
Differential Expression Analysis skill supports limma, DESeq2, edgeR, t-test, and Wilcoxon analysis for automated DEG discovery and transcriptomics visualization.
How AI Agents Use a PubMed Search Skill for Medical Research
Learn how AI agents build advanced PubMed search strategies using MeSH mapping, Boolean logic, and systematic review workflows with the AIPOCH PubMed Search Specialist.
How to Identify Study Design in Medical Research Papers with AI
Explore how AI can support study design classification in biomedical literature by identifying methodological structures across clinical studies, real-world evidence research, omics workflows, and hybrid evidence designs.
How to design single-cell research plans with an AI agent skill?
Explore the AIPOCH Single Cell Research Planner — Designs complete single-cell research plans from a user-provided biomedical direction.
AI for medical research: Top 3 AIPOCH Agent Skills for Researchers
Discover the highest-ranked AIPOCH medical research agent skills evaluated by MedSkillAudit, including Paper Sprint Review, Results Section Writer, and Gene Database.
How to Write Journal Cover Letters With AI?
Learn how AIPOCH Cover Letter Drafter helps researchers create structured submission letters.
Which Research Gap Finder Wins in MedSkillAudit Comparison?
Explore a detailed comparison of research gap finder agent skills. Learn how AIPOCH identifies real, evidence-audited research gaps with literature retrieval, pseudo-gap filtering, and study-ready analysis.
AIPOCH vs ScienceClaw: A Comparison of Literature Search Agent Skills in MedSkillAudit
Compare AIPOCH Multi-Database Literature Collector vs ScienceClaw literature-search using MedSkillAudit.
AIPOCH vs Aperivue: A Comparison of Methods Analysis Agent Skills in MedSkillAudit
Compare AIPOCH methods-reverse-engineer and Aperivue design-study using MedSkillAudit.
AIPOCH vs FreedomAI: A Comparison of Disease Mechanism Agent Skills in MedSkillAudit
A data-driven comparison of AIPOCH disease-mechanism-evidence-map and FreedomAI tooluniverse-multiomic-disease-characterization using MedSkillAudit.
AIPOCH vs K-Dense: Which Peer Review Agent Skill Performs Better?
A data-driven comparison of AIPOCH and K-Dense peer review agent skills using MedSkillAudit.
How to Generate a Forest Plot for Meta-Analysis?
Learn how to generate a forest plot for meta-analysis using Odds Ratios (OR) and Confidence Intervals (CI).
AIPOCH Awesome Med Research Skills: 102 AI Agent Skills for Medical Research Workflows
AIPOCH Awesome Med Research Skills — a curated collection of medical research Agent Skills, featuring 102 high-quality skills. Each skill embeds professional medical research logic.